RRepoGEO

REPOGEO REPORT · LITE

tencentmusic/supersonic

Default branch master · commit 5b77b39c · scanned 5/24/2026, 2:45:20 AM

GitHub: 4,865 stars · 961 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface tencentmusic/supersonic, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-bi, chat-bi, headless-bi, semantic-layer, llm, text-to-sql, natural-language-query, business-intelligence, data-analytics, data-platform
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://supersonic.example.com
  • mediumreadme#3
    Clarify the existing license(s) in the README

    Why:

    COPY-PASTE FIX
    Add a section to the README, perhaps under 'License', stating: "This project is licensed under [specify license name(s) and terms, e.g., a custom Tencent Music Entertainment Group license]. Please refer to the LICENSE file for full details."

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface tencentmusic/supersonic
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ThoughtSpot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ThoughtSpot · recommended 2×
  2. Google Dialogflow · recommended 2×
  3. Tableau Ask Data · recommended 1×
  4. Tableau Pulse · recommended 1×
  5. Power BI Q&A · recommended 1×
  • CATEGORY QUERY
    How to build a natural language interface for business intelligence data analysis?
    you: not recommended
    AI recommended (in order):
    1. ThoughtSpot
    2. Tableau Ask Data
    3. Tableau Pulse
    4. Power BI Q&A
    5. Looker (Google Cloud Core)
    6. DataRobot (AI Platform)
    7. Rasa
    8. Google Dialogflow
    9. Amazon Lex

    AI recommended 9 alternatives but never named tencentmusic/supersonic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a platform that unifies AI chatbots with a semantic layer for data insights.
    you: not recommended
    AI recommended (in order):
    1. Dataiku
    2. ThoughtSpot
    3. Microsoft Bot Framework
    4. Google Dialogflow
    5. Qlik Sense
    6. Qlik Associative Engine
    7. Microsoft Power BI
    8. Azure Cognitive Services
    9. Google Cloud
    10. Looker
    11. LookML model
    12. SAP Conversational AI
    13. SAP Data Warehouse Cloud
    14. SAP Analytics Cloud

    AI recommended 14 alternatives but never named tencentmusic/supersonic. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of tencentmusic/supersonic?
    pass
    AI named tencentmusic/supersonic explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts tencentmusic/supersonic in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tencentmusic/supersonic explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo tencentmusic/supersonic solve, and who is the primary audience?
    pass
    AI named tencentmusic/supersonic explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of tencentmusic/supersonic. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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tencentmusic/supersonic — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite